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Predicting surgical outcome in drug-resistant epilepsy by combining interictal biomarkers within a machine learning

Hmayag Partamian1,2, Saeed Jahromi1,2, M Scott Perry1

  • 1Neuroscience Research Center, Jane and John Justin Institute for Mind Health, Cook Children's Health Care System, 1500 Cooper St, Fort Worth, TX, 76104, USA.

Scientific Reports
|March 27, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Combined interictal featuresEpilepsy surgeryInterictal epilepsy biomarkersSupervised machine learning

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Epilepsy is a chronic neurological disease marked by recurrent, unpredictable seizures. These seizures are caused by abnormal electrical discharges in the brain, leading to behavior, sensation, or consciousness alterations. They can also cause transient impairment of awareness, interfering with daily activities.
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